School of Electrical and Computer Engineering (ECE)
Electrical and Computer Engineering's top national rankings reflect the outstanding research, education, and outreach that define the excellence of ECE. Its faculty members are internationally recognized for their leadership and expertise, holding the most respected professional titles and awards of excellence and distinction.
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Sub-communities within this community
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Laboratory of Computational Computer Vision (LCCV) [106]
Research in the areas of Systems and Controls, Image Processing and Computer Vision -
Microsystems Packaging Research Center (PRC) [1]
The Georgia Institute of Technology Microsystems Packaging Research Center (PRC) is the largest center worldwide dedicated to System-on-Package (SOP) and microsystems packaging technologies -
Modeling and Analysis of Networks vIA Computer Simulations (MANIACS) [35]
The MANIACS research group and its members are students of Georgia Tech's ECE and CS departments -
National Electric Energy Testing Research & Applications Center (NEETRAC) [42]
The National Electric Energy Testing, Research and Applications Center (NEETRAC) is a nonprofit, member supported electric energy research, development and testing center, housed in the Georgia Institute of Technology's ... -
Propagation Group [10]
A research group in Georgia Tech’s department of Electrical and Computer Engineering. -
Underwater Robotics [25]
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University Center of Excellence for Photovoltaics [59]
Creating A New Energy Source for the 21st Century
Collections in this community
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ECE Brochures [4]
Brochures from the School of Electrical and Computer Engineering. -
ECE Connection [21]
Bi-annual newsletter from the School of Electrical and Computer Engineering -
ECE Strategic Plans [1]
School of Electrical and Computer Engineering Strategic Plans -
James R. Carreker Distinguished Lecture Series [2]
Top industry leaders share real world experiences and the latest technology with the students, faculty and community of the School of Electrical and Computer Engineering -
School of Electrical and Computer Engineering Theses and Dissertations [3339]
Original work by students in the School of Electrical and Computer Engineering -
School of Electrical and Computer Engineering Annual Reports [15]
School of Electrical and Computer Engineering Annual Reports -
School of Electrical and Computer Engineering OSP Research Reports [415]
OSP research reports by faculty and researchers in the School of Electrical and Computer Engineering -
School of Electrical and Computer Engineering Research Article Pre-prints [4]
School of Electrical and Computer Engineering Research Article Pre-prints -
School of Electrical and Computer Engineering Undergraduate Research Option Theses [28]
Research Thesis Option for Electrical and Computer Engineering Majors
Recent Submissions
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Soft-Switching Solid-State Transformer (S4T) With Reduced Conduction Loss
(2020-10)Solid-state transformers (SSTs) are a promising solution for photovoltaic (PV), wind, traction, data center, battery energy storage system (BESS), and fast charging electric vehicle (EV) applications. Traditional SSTs are ... -
Auto-Adapting Circuit Topology for Efficient Wireless Power Transfer via Magnetic Resonances
As the world moves away from using wired connections to transmit data, wireless power transfer (WPT) offers another opportunity for "cutting the cord." Technologies such as magnetic induction and radiative transmission ... -
EFFICIENT LEARNING FOR HARDWARE SECURITY VALIDATION USING ELECTROMAGNETIC SIDE CHANNELS
(Georgia Institute of Technology, 2022-08-15)The objective of this thesis is to combine the non-destructive monitoring advantages of standard and backscattering electromagnetic side channels with modern machine learning techniques to efficiently validate the authenticity ... -
High-Efficiency Topology Optimization for Very Large-Scale Integrated-Photonics Inverse Design
(Georgia Institute of Technology, 2022-08-15)This work establishes the mathematical and algorithmic framework necessary for a large-scale, photonics inverse-design methodology that is fully compatible with (and experimentally validated on) commercial, semiconductor-foundry ... -
ATTENTION-BASED CONVOLUTIONAL NEURAL NETWORK MODEL AND ITS COMBINATION WITH FEW-SHOT LEARNING FOR AUDIO CLASSIFICATION
(Georgia Institute of Technology, 2022-07-30)Environmental sound and acoustic scene classification are crucial tasks in audio signal processing and audio pattern recognition. In recent years, deep learning methods such as convolutional neural networks (CNN), recurrent ... -
Backup To The Rescue: Automated Forensic Techniques For Advanced Website-Targeting Cyber Attacks
(Georgia Institute of Technology, 2022-08-02)The last decade has seen a significant rise in non-technical users gaining a web presence, often via the easy-to-use functionalities of Content Management Systems (CMS). In fact, over 60% of the world’s websites run on ... -
Mori-Zwanzig formalism based reduced-order modeling for decision-making in marine autonomy
(Georgia Institute of Technology, 2022-08-01)This thesis first considers the reduced-order modeling and path planning of a deterministic system, an example application of which is the AUV deterministic planning problem in the ocean flow field. We develop a data-driven ... -
Optimal Power Conversion System Architectures for Utility-Scale Solar-Plus-Storage Farms
(Georgia Institute of Technology, 2022-08-01)For utility-scale photovoltaic (PV) projects, solar-plus-storage (SPS) has become an increasingly favored configuration owing to significantly reduced PV and battery storage costs, improved energy dispatchability, and ... -
Architecting Secure Processor Caches
(Georgia Institute of Technology, 2022-08-01)Caches in modern processors enable fast access to data and help alleviate the performance overheads from slow access to DRAM main-memory. While sharing of cache resources between multiple cores, especially the last-level ... -
Continuous Cardiorespiratory Monitoring Using Ballistocardiography From Load Cells Embedded in a Hospital Bed
(Georgia Institute of Technology, 2022-07-25)The objective of this research is to explore signal processing and machine learning techniques to allow continuous monitoring of cardiorespiratory parameters using the ballistocardiogram (BCG) signals recorded with sensors ... -
ADVANCED RADIO ACCESS NETWORK FEATURING FLEXIBLE PER-UE SERVICE PROVISIONING AND COLLABORATIVE MOBILE EDGE COMPUTING
(Georgia Institute of Technology, 2022-07-21)Enriched by numerous technological advances, radio access networks (RANs) in the fifth mobile networks generation (5G)-and-beyond strive to meet the goals of both mobile network operators (MNOs) and end-users. While MNOs ... -
THz Wireless Channel Characterization and Modeling for Chip-to-Chip Communication in Computing Systems
(Georgia Institute of Technology, 2022-07-25)This research focuses on the characterization and modeling of the THz wireless channel for chip-to-chip communication in computing systems. To understand the signal propagation mechanisms in a metal enclosure, this thesis ... -
Time-Shifted Prefetching and Edge-Caching of Video Content: Insights, Algorithms, and Solutions
(Georgia Institute of Technology, 2022-07-20)Video traffic accounts for 82% of global Internet traffic and is growing at an unprecedented rate. As a result of this rapid growth and popularity of video content, the network is heavily burdened. To cope with this, service ... -
Egocentric Action Understanding by Learning Embodied Attention
(Georgia Institute of Technology, 2022-07-20)Videos captured from wearable cameras, known as egocentric videos, create a continuous record of human daily visual experience, and thereby offer a new perspective for human activity understanding. Importantly, egocentric ... -
Wearable Bioimpedance Sensing for Quantifying Knee Health in Juvenile Idiopathic Arthritis
(Georgia Institute of Technology, 2022-07-28)Juvenile Idiopathic Arthritis (JIA) is chronic arthritis that impacts children under the age of 16. The lack of pediatric rheumatologists in the United States, along with the inconvenience of Magnetic Resonance Imaging ... -
Next-generation High-Capacity Communications with High Flexibility, Efficiency, and Reliability
(Georgia Institute of Technology, 2022-07-19)The objective of this dissertation is to address the flexibility, efficiency and reliability in high-capacity heterogeneous communication systems. We will experimentally investigate the shaping techniques, and further ... -
ULTRASONIC IMAGING AND TACTILE SENSING FOR ROBOTIC SYSTEMS
(Georgia Institute of Technology, 2022-07-13)This research develops several novel algorithms that enhance the operation of ultrasonic and tactile sensors for robotic applications. The emphasis is on reducing the overall cost, system complexity, and enabling operation ... -
Autonomous optimal Power Flow via Convex Solution - Sequential Linear Programming
(Georgia Institute of Technology, 2022-07-06)Optimal Power Flow (OPF) is at the heart of power systems operation as it is the tool of choice in solving several power systems problems at different time scales. Modernization of the OPF is one of the ways to respond to ... -
A Miniaturized Low Power Millimeter Wave RFID tag for Spatial Localization and Detection
(Georgia Institute of Technology, 2022-07-06)The work outlined in this thesis investigates the applicability of millimeter wave semi-passive backscatter nodes for use in the spatial localization and tracking of objects at short distances. A miniaturized semi-passive ... -
A FEASIBILITY STUDY OF HIGH-VOLTAGE COMPARATORS USING SILICON METAL-OXIDE-SEMICONDUCTOR FIELD-EFFECT TRANSISTORS
(Georgia Institute of Technology, 2022-06-13)The overall trend of transistor scaling has resulted in distinct, application-specific manufacturing processes. Two of these specialized devices scaled complementary metal-oxide-semiconductor field-effect transistors (CMOS) ...
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